An Adaptive Test on High Dimensional Parameters in Generalized Linear Models


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Documentation for package ‘GLMaSPU’ version 1.0

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GLMaSPU-package An Adaptive Test on High Dimensional Parameters in Generalized Linear Models
aSPU_apval Asymptotic based Sum of Powered Score (SPU) tests and adaptive SPU (aSPU) test.
aSPU_perm Resample based Sum of Powered Score (SPU) tests and adaptive SPU (aSPU) test.
generate_data Generate data for generalized linear models in simulation.
GLMaSPU An Adaptive Test on High Dimensional Parameters in Generalized Linear Models
Goeman_perm Resample based Goeman test.
HDGLM_perm Resample based HDGLM test.